LLM Deployment on Azure: Azure OpenAI vs. Self-Hosted Open-Source Models — A Cost and Architecture Decision Framework

A practical decision framework for Azure OpenAI versus self-hosted LLMs on Azure, including cost, security, control, and GPU operations.